Skip to content
COLD START / catalog / c/datacurveretrieved 2026-07-09T05:43 UTC · 12 sources read

Datacurve

Datacurve supplies high-quality coding datasets to foundation model labs for post-training AI models.

datacurve.ai · San Francisco

CALL NO.CS·DATACURVE·26
StageSeries AOctober 2025 · led by Chemistry[1][2][3][4][5][6]
Raised$18Mdisclosed rounds[1][2][4][6][9]
Headcount40sources disagree, see below[9][10][11][12]
Valuationnot publicly disclosedno source in ledger
Founded2024[1][9]
Money

Raised $18M across disclosed rounds.[1][2][4][6][9]

Series A closed October 2025, led by Chemistry.[1][2][3][4][5][6]

post-money valuation is not publicly disclosed.

Named investors include Chemistry, Y Combinator, Afore Capital, Homebrew, Balaji Srinivasan, Pioneer Fund, SignalFire, Wing Venture Capital.[1][3][7][9]

People

Serena Ge, Co-Founder, CEO[1][10][11]

Charley Lee, Co-Founder[1][10][11]

Headcount: sources disagree
40as of May 2026

Datacurve · Jul 2026[9]

Serena Ge · Jul 2026[10]

Charley Lee · Jul 2026[11]

Peter J. · Jul 2026[12]

Signals
May 26 2026launchDatacurve launches DeepSWE, a long-horizon agentic coding benchmark[9][11]
Oct 9 2025fundingDatacurve raises $15 million Series A led by Chemistry[1][2][3][4][5][6][7][8]
Jul 30 2025launchDatacurve and Swiirl announce strategic partnership company claim, not independently confirmed[9]
Comps

Scale AI · scale.com · Same buyer (foundation model labs) and same budget (training data procurement), but Scale AI is a generalist labeling outsourcer while Datacurve focuses specifically on expert coding data via a bounty marketplace.[1][2]

Mercor · mercor.com · Same buyer and budget; Mercor is reportedly courting a multi-billion valuation and competes for the same post-training data spend from AI labs.[1][2]

Surge AI · surgehq.ai · Same buyer and budget; Surge is a go-to for premium labeling but uses a contractor model rather than Datacurve's bounty-based, gamified approach.[1][2]

Risk

The customer proof is company-sourced only. No independent source in this ledger confirms it.[9]

Next question

Ask for one referenceable production customer.

Not a recommendation. The first thing this ledger cannot answer.

Investor Lens
Why care
The case
What to learn next
Pay attention to
How it wins

Filled in the side panel for invited readers. This card carries sourced facts only.

Datacurve

CALL NO.CS·DATACURVE·26

Datacurve supplies high-quality coding datasets to foundation model labs for post-training AI models.

datacurve.ai · San Francisco

StageSeries A
Raised$18M
Headcount40
Valuationnot publicly disclosed
Founded2024
CompsScale AI +2

Ask for one referenceable production customer.

Not a recommendation. The first thing this ledger cannot answer.